01
Memory leaks.
When experienced people leave, what they knew leaves with them. Their context, their judgment, the operational fluency they built over years — gone.
Fig. 2 — A person leaves; their context goes with them.
§1A working memorandum
Company memory
that agents
can act on.
A coherent, queryable, agentic representation of how your company runs — current, traceable, editable. Deployable in weeks, not multi-year programs.
Fig. 1 — One slice of the company, live
captures · 0actions · 0
Everything is in the same graph — people, customers, commitments, systems. Agents read it, act on it, and write the consequences back. With provenance.
§2The problem
That’s not what most companies have.
Three pathologies show up in every operational stack. None of them have a system — only workarounds that depend on the right person being in the room.
02
Decisions lose their reasoning.
Outcomes land in the record. The why never does. Six months later, no one can reconstruct how the call was made, or whether it still applies.
Fig. 3 — A decision, stripped of its reasoning.
03
The same problem, solved fresh each time.
Every incident gets worked through from zero by whoever's on call. The lessons from the last six identical ones aren't on the page.
Fig. 4 — Same problem. Three times. No memory.
§3Where Neod fits
Four categories. One missing layer.
Each one solves a real problem. Each one assumes the context it needs already exists. Producing that context — coherent, current, queryable — is what Neod is.
01
Retrieval assistants
Search and summarize what already exists in documents and chat.
Assumes
the answer is somewhere findable.
02
Vertical AI features
AI capabilities embedded inside an existing application.
Assumes
the data already lives in that application.
03
Agent frameworks
Orchestration layer for multi-step AI tasks.
Assumes
a structured environment to act in.
04
Ontology platforms
A typed, queryable representation of company state.
Assumes
a multi-year program to build it.
neod
The layer beneath them all.
Coherent. Current. Queryable. Deployable in weeks — not multi-year programs. The substrate every category above assumes is already there.
· coherent· current· queryable· agentic
§4Find us
A few lines go a long way.
Operators, future colleagues, investors — we read every message and reply within a working day.
On LinkedIn
linkedin.com/company/neod-ai
Follow along as we build. Updates on what we ship, what we learn.
FollowRead the memo
A direction.
The vision document — what we believe and what we're building.
Open the memo